Overview

Dataset statistics

Number of variables26
Number of observations366
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory74.5 KiB
Average record size in memory208.3 B

Variable types

Numeric26

Alerts

Steel is highly correlated with Scrap and 20 other fieldsHigh correlation
Energy is highly correlated with Scrap and 20 other fieldsHigh correlation
P_on is highly correlated with Scrap and 20 other fieldsHigh correlation
P_off is highly correlated with Scrap and 20 other fieldsHigh correlation
TaptoTap is highly correlated with Scrap and 20 other fieldsHigh correlation
Delay is highly correlated with Scrap and 20 other fieldsHigh correlation
C is highly correlated with O and 1 other fieldsHigh correlation
O is highly correlated with C and 8 other fieldsHigh correlation
T_O2 is highly correlated with Scrap and 21 other fieldsHigh correlation
T_NG is highly correlated with Scrap and 22 other fieldsHigh correlation
RCB_O2_Lc is highly correlated with Scrap and 20 other fieldsHigh correlation
RCB_O2_Bur is highly correlated with Scrap and 21 other fieldsHigh correlation
RCB_NG is highly correlated with Scrap and 21 other fieldsHigh correlation
PCC_NG is highly correlated with Scrap and 20 other fieldsHigh correlation
FB_NG is highly correlated with Scrap and 20 other fieldsHigh correlation
FB_O2 is highly correlated with Scrap and 20 other fieldsHigh correlation
O2_Top_Lc is highly correlated with Scrap and 21 other fieldsHigh correlation
F_Lime is highly correlated with Scrap and 21 other fieldsHigh correlation
Inj_Carbon is highly correlated with Steel and 19 other fieldsHigh correlation
Scrap is highly correlated with Steel and 17 other fieldsHigh correlation
Power is highly correlated with Scrap and 19 other fieldsHigh correlation
Alloy is highly correlated with Steel and 17 other fieldsHigh correlation
Slag is highly correlated with Steel and 4 other fieldsHigh correlation
F_Carbon is highly correlated with Steel and 18 other fieldsHigh correlation
F_Dolo is highly correlated with Scrap and 20 other fieldsHigh correlation
Temp is highly correlated with RCB_O2_LcHigh correlation
Steel has unique values Unique
Energy has unique values Unique
Power has unique values Unique
T_O2 has unique values Unique
T_NG has unique values Unique
RCB_O2_Bur has unique values Unique
RCB_NG has unique values Unique
PCC_NG has unique values Unique
FB_NG has unique values Unique
FB_O2 has unique values Unique
O2_Top_Lc has unique values Unique
Alloy has unique values Unique
F_Carbon has unique values Unique
F_Lime has unique values Unique
Inj_Carbon has unique values Unique
Slag has 8 (2.2%) zeros Zeros

Reproduction

Analysis started2022-12-28 19:20:59.390792
Analysis finished2022-12-28 19:23:06.069125
Duration2 minutes and 6.68 seconds
Software versionpandas-profiling v3.4.0
Download configurationconfig.json

Variables

Scrap
Real number (ℝ≥0)

HIGH CORRELATION

Distinct299
Distinct (%)81.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean95.25201921
Minimum1
Maximum156.5400008
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-12-29T01:23:06.154896image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile77.85250098
Q194.43
median94.81
Q396.41749902
95-th percentile109.3475019
Maximum156.5400008
Range155.5400008
Interquartile range (IQR)1.987499022

Descriptive statistics

Standard deviation10.24551485
Coefficient of variation (CV)0.1075621801
Kurtosis31.50304902
Mean95.25201921
Median Absolute Deviation (MAD)0.605
Skewness-1.516277823
Sum34862.23903
Variance104.9705745
MonotonicityNot monotonic
2022-12-29T01:23:06.325680image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
96.55
 
1.4%
94.814
 
1.1%
94.434
 
1.1%
94.544
 
1.1%
94.783
 
0.8%
94.343
 
0.8%
96.653
 
0.8%
94.453
 
0.8%
94.83
 
0.8%
94.153
 
0.8%
Other values (289)331
90.4%
ValueCountFrequency (%)
11
0.3%
28.181
0.3%
72.271
0.3%
72.400003911
0.3%
72.861
0.3%
74.231
0.3%
74.321
0.3%
74.351
0.3%
74.41
0.3%
74.490003911
0.3%
ValueCountFrequency (%)
156.54000081
0.3%
156.47999621
0.3%
127.76999651
0.3%
124.871
0.3%
124.63999111
0.3%
123.54000281
0.3%
123.441
0.3%
122.88999891
0.3%
118.49000391
0.3%
118.16999611
0.3%

Steel
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct366
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean82.23980688
Minimum53.187
Maximum90.356
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-12-29T01:23:06.517800image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum53.187
5-th percentile79.75475098
Q181.31049414
median82.29699414
Q383.50650195
95-th percentile86.54374512
Maximum90.356
Range37.169
Interquartile range (IQR)2.19600781

Descriptive statistics

Standard deviation3.550280784
Coefficient of variation (CV)0.04316985799
Kurtosis33.5194258
Mean82.23980688
Median Absolute Deviation (MAD)1.07749805
Skewness-4.662462255
Sum30099.76932
Variance12.60449364
MonotonicityNot monotonic
2022-12-29T01:23:06.681398image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
82.4731
 
0.3%
82.008992191
 
0.3%
80.286992191
 
0.3%
81.390992191
 
0.3%
81.6331
 
0.3%
82.4871
 
0.3%
82.527992191
 
0.3%
83.490007811
 
0.3%
82.917007811
 
0.3%
83.7611
 
0.3%
Other values (356)356
97.3%
ValueCountFrequency (%)
53.1871
0.3%
55.000003911
0.3%
56.6191
0.3%
59.005996091
0.3%
67.459003911
0.3%
70.420003911
0.3%
73.4781
0.3%
76.7881
0.3%
78.717992191
0.3%
78.8111
0.3%
ValueCountFrequency (%)
90.3561
0.3%
89.2931
0.3%
89.0191
0.3%
87.927988281
0.3%
87.9121
0.3%
87.812992191
0.3%
87.7621
0.3%
87.651
0.3%
87.500003911
0.3%
87.481003911
0.3%

Energy
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct366
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean346.5006211
Minimum61.04069878
Maximum1142.547229
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-12-29T01:23:06.881578image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum61.04069878
5-th percentile297.5409953
Q1319.853045
median331.5834994
Q3349.2052121
95-th percentile462.8306082
Maximum1142.547229
Range1081.50653
Interquartile range (IQR)29.35216715

Descriptive statistics

Standard deviation79.53602537
Coefficient of variation (CV)0.2295407873
Kurtosis37.56991709
Mean346.5006211
Median Absolute Deviation (MAD)14.21752502
Skewness4.65396552
Sum126819.2273
Variance6325.979331
MonotonicityNot monotonic
2022-12-29T01:23:07.042270image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
436.2515811
 
0.3%
308.21791311
 
0.3%
339.42807191
 
0.3%
320.19202961
 
0.3%
315.95924651
 
0.3%
318.21894721
 
0.3%
332.88761291
 
0.3%
310.13377951
 
0.3%
325.0827321
 
0.3%
326.50283041
 
0.3%
Other values (356)356
97.3%
ValueCountFrequency (%)
61.040698781
0.3%
66.765846431
0.3%
167.00115531
0.3%
237.09255431
0.3%
243.29718431
0.3%
248.45648511
0.3%
252.909171
0.3%
256.59724211
0.3%
258.45428261
0.3%
259.26826471
0.3%
ValueCountFrequency (%)
1142.5472291
0.3%
847.87647331
0.3%
810.18794461
0.3%
794.93988271
0.3%
592.50276781
0.3%
575.88154051
0.3%
557.24226051
0.3%
553.47854191
0.3%
530.53302991
0.3%
518.17521291
0.3%

Power
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct366
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean42.02860768
Minimum28.05915832
Maximum46.4989236
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-12-29T01:23:07.211580image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum28.05915832
5-th percentile39.93535251
Q141.5704458
median42.1686435
Q342.79070124
95-th percentile44.17443043
Maximum46.4989236
Range18.43976528
Interquartile range (IQR)1.220255443

Descriptive statistics

Standard deviation1.720012743
Coefficient of variation (CV)0.04092480903
Kurtosis16.90746852
Mean42.02860768
Median Absolute Deviation (MAD)0.6104562605
Skewness-2.917100038
Sum15382.47041
Variance2.958443836
MonotonicityNot monotonic
2022-12-29T01:23:07.379135image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
42.49485431
 
0.3%
42.561228041
 
0.3%
44.271648131
 
0.3%
42.722536031
 
0.3%
44.19501391
 
0.3%
42.835963141
 
0.3%
43.339687451
 
0.3%
43.175107931
 
0.3%
42.080483411
 
0.3%
43.086885291
 
0.3%
Other values (356)356
97.3%
ValueCountFrequency (%)
28.059158321
0.3%
32.605433281
0.3%
34.428386261
0.3%
34.472391451
0.3%
35.063778081
0.3%
36.262357421
0.3%
36.299854951
0.3%
36.359496021
0.3%
36.491008021
0.3%
37.406837171
0.3%
ValueCountFrequency (%)
46.49892361
0.3%
45.840408461
0.3%
45.46614231
0.3%
45.022511111
0.3%
44.929305831
0.3%
44.831245291
0.3%
44.71240821
0.3%
44.673678851
0.3%
44.581912761
0.3%
44.558756811
0.3%

P_on
Real number (ℝ≥0)

HIGH CORRELATION

Distinct277
Distinct (%)75.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean40.7795082
Minimum8.183333333
Maximum115
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-12-29T01:23:07.678360image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum8.183333333
5-th percentile34.24166667
Q137.39166667
median38.65833333
Q341.34166667
95-th percentile56.28333333
Maximum115
Range106.8166667
Interquartile range (IQR)3.95

Descriptive statistics

Standard deviation10.35510708
Coefficient of variation (CV)0.25392918
Kurtosis26.31179718
Mean40.7795082
Median Absolute Deviation (MAD)1.791666667
Skewness4.297184972
Sum14925.3
Variance107.2282426
MonotonicityNot monotonic
2022-12-29T01:23:07.848878image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
37.966666674
 
1.1%
37.583333334
 
1.1%
38.34
 
1.1%
37.566666673
 
0.8%
41.416666673
 
0.8%
383
 
0.8%
37.753
 
0.8%
38.166666673
 
0.8%
38.433333333
 
0.8%
37.983333333
 
0.8%
Other values (267)333
91.0%
ValueCountFrequency (%)
8.1833333331
0.3%
10.816666671
0.3%
21.833333331
0.3%
28.283333331
0.3%
28.333333331
0.3%
28.351
0.3%
29.416666671
0.3%
29.516666671
0.3%
29.61
0.3%
29.616666671
0.3%
ValueCountFrequency (%)
1151
0.3%
114.78333331
0.3%
110.851
0.3%
110.13333331
0.3%
89.051
0.3%
75.183333331
0.3%
73.551
0.3%
69.833333331
0.3%
67.416666671
0.3%
661
0.3%

P_off
Real number (ℝ≥0)

HIGH CORRELATION

Distinct300
Distinct (%)82.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean37.63825137
Minimum5.866666667
Maximum2557.766667
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-12-29T01:23:08.013985image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum5.866666667
5-th percentile7.570833333
Q19.033333333
median11.125
Q315.48333333
95-th percentile84.28333333
Maximum2557.766667
Range2551.9
Interquartile range (IQR)6.45

Descriptive statistics

Standard deviation191.1899566
Coefficient of variation (CV)5.079671601
Kurtosis151.6527253
Mean37.63825137
Median Absolute Deviation (MAD)2.541666667
Skewness11.9812341
Sum13775.6
Variance36553.59949
MonotonicityNot monotonic
2022-12-29T01:23:08.190271image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
8.34
 
1.1%
12.553
 
0.8%
8.5666666673
 
0.8%
8.253
 
0.8%
9.2833333333
 
0.8%
8.5833333333
 
0.8%
9.853
 
0.8%
8.6166666673
 
0.8%
8.73
 
0.8%
9.0333333333
 
0.8%
Other values (290)335
91.5%
ValueCountFrequency (%)
5.8666666671
0.3%
6.11
0.3%
6.151
0.3%
6.251
0.3%
6.5166666671
0.3%
6.5666666671
0.3%
6.81
0.3%
7.0166666671
0.3%
7.1666666671
0.3%
7.31
0.3%
ValueCountFrequency (%)
2557.7666671
0.3%
2446.0166671
0.3%
687.251
0.3%
410.58333331
0.3%
406.21
0.3%
310.91
0.3%
271.36666671
0.3%
242.46666671
0.3%
160.98333331
0.3%
156.03333331
0.3%

TaptoTap
Real number (ℝ≥0)

HIGH CORRELATION

Distinct317
Distinct (%)86.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean78.41775956
Minimum34.48333333
Maximum2672.55
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-12-29T01:23:08.382790image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum34.48333333
5-th percentile43.69583333
Q147.04583333
median49.90833333
Q354.53333333
95-th percentile138.8916667
Maximum2672.55
Range2638.066667
Interquartile range (IQR)7.4875

Descriptive statistics

Standard deviation198.4466148
Coefficient of variation (CV)2.53063357
Kurtosis146.6086687
Mean78.41775956
Median Absolute Deviation (MAD)3.458333333
Skewness11.72185492
Sum28700.9
Variance39381.05894
MonotonicityNot monotonic
2022-12-29T01:23:08.553630image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
49.466666673
 
0.8%
513
 
0.8%
47.183333333
 
0.8%
46.753
 
0.8%
47.853
 
0.8%
45.483333332
 
0.5%
47.566666672
 
0.5%
47.883333332
 
0.5%
53.683333332
 
0.5%
46.333333332
 
0.5%
Other values (307)341
93.2%
ValueCountFrequency (%)
34.483333331
0.3%
36.651
0.3%
38.033333331
0.3%
39.21
0.3%
39.516666671
0.3%
39.81
0.3%
40.233333331
0.3%
40.383333331
0.3%
40.451
0.3%
42.166666671
0.3%
ValueCountFrequency (%)
2672.551
0.3%
2556.151
0.3%
798.11
0.3%
480.41666671
0.3%
479.751
0.3%
425.91
0.3%
360.41666671
0.3%
305.78333331
0.3%
213.23333331
0.3%
212.03333331
0.3%

Delay
Real number (ℝ≥0)

HIGH CORRELATION

Distinct270
Distinct (%)73.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean29.76543716
Minimum0.2
Maximum2546.766667
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-12-29T01:23:08.727304image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0.2
5-th percentile0.575
Q11.6875
median2.825
Q36.7
95-th percentile76.2375
Maximum2546.766667
Range2546.566667
Interquartile range (IQR)5.0125

Descriptive statistics

Standard deviation190.9379369
Coefficient of variation (CV)6.414753323
Kurtosis151.7230014
Mean29.76543716
Median Absolute Deviation (MAD)1.65
Skewness11.98566324
Sum10894.15
Variance36457.29576
MonotonicityNot monotonic
2022-12-29T01:23:08.898057image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1.75
 
1.4%
1.6166666674
 
1.1%
14
 
1.1%
0.83333333334
 
1.1%
1.84
 
1.1%
1.4333333334
 
1.1%
1.8166666674
 
1.1%
2.154
 
1.1%
1.64
 
1.1%
2.1166666674
 
1.1%
Other values (260)325
88.8%
ValueCountFrequency (%)
0.22
0.5%
0.23333333331
0.3%
0.26666666671
0.3%
0.28333333332
0.5%
0.31
0.3%
0.33333333332
0.5%
0.38333333331
0.3%
0.452
0.5%
0.46666666671
0.3%
0.48333333331
0.3%
ValueCountFrequency (%)
2546.7666671
0.3%
2435.3166671
0.3%
680.41666671
0.3%
401.71
0.3%
398.03333331
0.3%
301.76666671
0.3%
261.58333331
0.3%
232.66666671
0.3%
150.71
0.3%
149.53333331
0.3%

Temp
Real number (ℝ≥0)

HIGH CORRELATION

Distinct289
Distinct (%)79.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1607.364755
Minimum1508.099976
Maximum1696.800049
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-12-29T01:23:09.076718image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum1508.099976
5-th percentile1576.699951
Q11591.599976
median1605.900024
Q31620.174957
95-th percentile1649.899994
Maximum1696.800049
Range188.700073
Interquartile range (IQR)28.57498125

Descriptive statistics

Standard deviation23.73398605
Coefficient of variation (CV)0.01476577484
Kurtosis1.348316249
Mean1607.364755
Median Absolute Deviation (MAD)14.300048
Skewness0.2454041085
Sum588295.5002
Variance563.3020939
MonotonicityNot monotonic
2022-12-29T01:23:09.248259image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1601.9000244
 
1.1%
1593.3000494
 
1.1%
15913
 
0.8%
15903
 
0.8%
1607.3000493
 
0.8%
1608.6999513
 
0.8%
1616.5999763
 
0.8%
1609.0999763
 
0.8%
15973
 
0.8%
1607.9000243
 
0.8%
Other values (279)334
91.3%
ValueCountFrequency (%)
1508.0999761
0.3%
1534.9000241
0.3%
1541.9000241
0.3%
1548.0999761
0.3%
1551.51
0.3%
1558.5999761
0.3%
1561.0999761
0.3%
1563.0999761
0.3%
15641
0.3%
1565.3000491
0.3%
ValueCountFrequency (%)
1696.8000491
0.3%
1681.8000491
0.3%
1677.6999511
0.3%
1670.8000491
0.3%
1666.9000241
0.3%
1664.4000241
0.3%
1661.5999761
0.3%
1660.3000491
0.3%
1660.0999761
0.3%
1656.4000242
0.5%

C
Real number (ℝ≥0)

HIGH CORRELATION

Distinct151
Distinct (%)41.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1055286885
Minimum0.02
Maximum0.177
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-12-29T01:23:09.457700image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0.02
5-th percentile0.045
Q10.075
median0.1055
Q30.13575
95-th percentile0.1645
Maximum0.177
Range0.157
Interquartile range (IQR)0.06075

Descriptive statistics

Standard deviation0.03688626866
Coefficient of variation (CV)0.3495378288
Kurtosis-0.9255341382
Mean0.1055286885
Median Absolute Deviation (MAD)0.0305
Skewness-0.08588348026
Sum38.6235
Variance0.001360596816
MonotonicityNot monotonic
2022-12-29T01:23:09.626543image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.1048
 
2.2%
0.0697
 
1.9%
0.0647
 
1.9%
0.0986
 
1.6%
0.1246
 
1.6%
0.1016
 
1.6%
0.1385
 
1.4%
0.1035
 
1.4%
0.0655
 
1.4%
0.1445
 
1.4%
Other values (141)306
83.6%
ValueCountFrequency (%)
0.021
0.3%
0.0291
0.3%
0.0312
0.5%
0.0321
0.3%
0.0361
0.3%
0.0371
0.3%
0.0381
0.3%
0.0392
0.5%
0.0411
0.3%
0.0421
0.3%
ValueCountFrequency (%)
0.1771
 
0.3%
0.1751
 
0.3%
0.1741
 
0.3%
0.1731
 
0.3%
0.1721
 
0.3%
0.1713
0.8%
0.173
0.8%
0.1692
0.5%
0.1681
 
0.3%
0.1663
0.8%

O
Real number (ℝ≥0)

HIGH CORRELATION

Distinct345
Distinct (%)94.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean289.6722678
Minimum5
Maximum918.3
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-12-29T01:23:09.812010image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum5
5-th percentile152.8
Q1191.2
median244.25
Q3346.375
95-th percentile611.6
Maximum918.3
Range913.3
Interquartile range (IQR)155.175

Descriptive statistics

Standard deviation145.6566403
Coefficient of variation (CV)0.5028325334
Kurtosis3.466170359
Mean289.6722678
Median Absolute Deviation (MAD)65
Skewness1.732656819
Sum106020.05
Variance21215.85685
MonotonicityNot monotonic
2022-12-29T01:23:09.978567image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
510.73
 
0.8%
216.12
 
0.5%
192.62
 
0.5%
216.22
 
0.5%
207.62
 
0.5%
224.12
 
0.5%
191.22
 
0.5%
152.52
 
0.5%
1932
 
0.5%
621.32
 
0.5%
Other values (335)345
94.3%
ValueCountFrequency (%)
51
0.3%
78.31
0.3%
121.51
0.3%
131.81
0.3%
132.11
0.3%
132.51
0.3%
145.71
0.3%
1491
0.3%
149.61
0.3%
149.91
0.3%
ValueCountFrequency (%)
918.31
0.3%
913.51
0.3%
889.81
0.3%
889.71
0.3%
796.81
0.3%
749.51
0.3%
746.51
0.3%
705.51
0.3%
703.91
0.3%
688.81
0.3%

T_O2
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct366
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean33.35899196
Minimum5.538066574
Maximum130.0825958
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-12-29T01:23:10.156486image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum5.538066574
5-th percentile26.64371025
Q130.64278609
median31.96540847
Q334.01264914
95-th percentile44.79844329
Maximum130.0825958
Range124.5445292
Interquartile range (IQR)3.369863046

Descriptive statistics

Standard deviation8.159789691
Coefficient of variation (CV)0.2446054036
Kurtosis60.5090207
Mean33.35899196
Median Absolute Deviation (MAD)1.503476682
Skewness5.895299814
Sum12209.39106
Variance66.5821678
MonotonicityNot monotonic
2022-12-29T01:23:10.482617image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
43.542533331
 
0.3%
30.456159791
 
0.3%
31.885618791
 
0.3%
30.872589351
 
0.3%
29.527427431
 
0.3%
30.088158561
 
0.3%
31.221010651
 
0.3%
29.74275821
 
0.3%
30.467703791
 
0.3%
31.602821771
 
0.3%
Other values (356)356
97.3%
ValueCountFrequency (%)
5.5380665741
0.3%
10.04316131
0.3%
18.042995021
0.3%
18.460595381
0.3%
21.937639341
0.3%
22.23116861
0.3%
23.227502051
0.3%
23.810856041
0.3%
23.999145911
0.3%
24.0568441
0.3%
ValueCountFrequency (%)
130.08259581
0.3%
87.445443981
0.3%
67.751614481
0.3%
66.512837231
0.3%
58.111451351
0.3%
52.894175691
0.3%
52.486463081
0.3%
50.155725151
0.3%
49.941758891
0.3%
49.857152841
0.3%

T_NG
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct366
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15.43540943
Minimum6.631966774
Maximum77.15119047
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-12-29T01:23:10.663846image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum6.631966774
5-th percentile10.14458055
Q112.57356566
median13.9886442
Q315.40815182
95-th percentile26.48474792
Maximum77.15119047
Range70.51922369
Interquartile range (IQR)2.834586161

Descriptive statistics

Standard deviation7.137810969
Coefficient of variation (CV)0.4624309448
Kurtosis31.89592462
Mean15.43540943
Median Absolute Deviation (MAD)1.420661034
Skewness4.881182043
Sum5649.359853
Variance50.94834543
MonotonicityNot monotonic
2022-12-29T01:23:10.819343image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
22.182442991
 
0.3%
13.130341811
 
0.3%
13.692448291
 
0.3%
14.024066861
 
0.3%
11.449696391
 
0.3%
11.639507681
 
0.3%
12.140879571
 
0.3%
13.336536551
 
0.3%
8.0612085581
 
0.3%
11.332679371
 
0.3%
Other values (356)356
97.3%
ValueCountFrequency (%)
6.6319667741
0.3%
6.6353324631
0.3%
7.1548214681
0.3%
7.6730664751
0.3%
7.8835098981
0.3%
7.9533845391
0.3%
8.0612085581
0.3%
8.3185306641
0.3%
8.3892524191
0.3%
8.6540716351
0.3%
ValueCountFrequency (%)
77.151190471
0.3%
69.715407511
0.3%
62.494340511
0.3%
55.110654921
0.3%
42.732049361
0.3%
40.782242321
0.3%
40.470274461
0.3%
34.718300851
0.3%
31.511295221
0.3%
31.28758071
0.3%

RCB_O2_Lc
Real number (ℝ≥0)

HIGH CORRELATION

Distinct364
Distinct (%)99.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.339823107
Minimum0
Maximum13.91933017
Zeros3
Zeros (%)0.8%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-12-29T01:23:11.006007image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile3.951780721
Q14.645838568
median5.122510462
Q35.718451868
95-th percentile7.690373773
Maximum13.91933017
Range13.91933017
Interquartile range (IQR)1.072613301

Descriptive statistics

Standard deviation1.463492405
Coefficient of variation (CV)0.2740713271
Kurtosis9.94103226
Mean5.339823107
Median Absolute Deviation (MAD)0.5256522008
Skewness1.532870041
Sum1954.375257
Variance2.141810021
MonotonicityNot monotonic
2022-12-29T01:23:11.157758image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
03
 
0.8%
7.2219780411
 
0.3%
5.1301536751
 
0.3%
4.2137729871
 
0.3%
4.8470930011
 
0.3%
4.8721646851
 
0.3%
4.4333902111
 
0.3%
3.9384087321
 
0.3%
4.3585198271
 
0.3%
5.077587191
 
0.3%
Other values (354)354
96.7%
ValueCountFrequency (%)
03
0.8%
0.28930339211
 
0.3%
1.3012811581
 
0.3%
1.6067643791
 
0.3%
2.1843001351
 
0.3%
2.6765745771
 
0.3%
3.092392471
 
0.3%
3.2059401781
 
0.3%
3.5008001261
 
0.3%
3.652998641
 
0.3%
ValueCountFrequency (%)
13.919330171
0.3%
13.811245421
0.3%
13.022553691
0.3%
10.280947891
0.3%
10.007839351
0.3%
9.9085332281
0.3%
9.8452418361
0.3%
9.197379281
0.3%
8.9405655571
0.3%
8.9009370651
0.3%

RCB_O2_Bur
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct366
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.629516269
Minimum2.250468662
Maximum27.6331718
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-12-29T01:23:11.341302image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum2.250468662
5-th percentile4.619865368
Q14.959922696
median5.160131566
Q35.485862695
95-th percentile8.270345611
Maximum27.6331718
Range25.38270314
Interquartile range (IQR)0.5259399987

Descriptive statistics

Standard deviation1.917406825
Coefficient of variation (CV)0.3405988602
Kurtosis56.93213051
Mean5.629516269
Median Absolute Deviation (MAD)0.228964135
Skewness6.271695353
Sum2060.402954
Variance3.676448932
MonotonicityNot monotonic
2022-12-29T01:23:11.528075image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
7.5317610731
 
0.3%
5.0522581241
 
0.3%
5.226530981
 
0.3%
5.6276952611
 
0.3%
4.6866951971
 
0.3%
4.8332961191
 
0.3%
5.0014701811
 
0.3%
4.9265632231
 
0.3%
4.9346890081
 
0.3%
5.0329106621
 
0.3%
Other values (356)356
97.3%
ValueCountFrequency (%)
2.2504686621
0.3%
3.4798622981
0.3%
3.7169819961
0.3%
3.8733768721
0.3%
3.8936343321
0.3%
3.9534803551
0.3%
3.9746090241
0.3%
4.063143491
0.3%
4.1943094271
0.3%
4.2640346231
0.3%
ValueCountFrequency (%)
27.63317181
0.3%
19.699121761
0.3%
13.802505231
0.3%
13.207257271
0.3%
12.451953261
0.3%
12.408515611
0.3%
11.760471511
0.3%
10.714411161
0.3%
10.372802331
0.3%
10.07492621
0.3%

RCB_NG
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct366
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.94366353
Minimum1.187886002
Maximum14.35013463
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-12-29T01:23:11.690677image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum1.187886002
5-th percentile2.399990488
Q12.59357305
median2.696676158
Q32.883931168
95-th percentile4.313839796
Maximum14.35013463
Range13.16224863
Interquartile range (IQR)0.2903581186

Descriptive statistics

Standard deviation1.003960771
Coefficient of variation (CV)0.341058263
Kurtosis55.48071
Mean2.94366353
Median Absolute Deviation (MAD)0.1294757962
Skewness6.203110855
Sum1077.380852
Variance1.007937229
MonotonicityNot monotonic
2022-12-29T01:23:11.866209image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3.9550521141
 
0.3%
2.6128218541
 
0.3%
2.7260505851
 
0.3%
2.9222665751
 
0.3%
2.4244006961
 
0.3%
2.510572661
 
0.3%
2.6224344281
 
0.3%
2.5677197741
 
0.3%
2.5475789661
 
0.3%
2.641498121
 
0.3%
Other values (356)356
97.3%
ValueCountFrequency (%)
1.1878860021
0.3%
1.8366638321
0.3%
1.9633142611
0.3%
2.005737941
0.3%
2.0419476131
0.3%
2.0616800621
0.3%
2.0873684161
0.3%
2.1429992471
0.3%
2.1840723261
0.3%
2.224326321
0.3%
ValueCountFrequency (%)
14.350134631
0.3%
10.3730991
0.3%
7.4967315091
0.3%
6.7480417221
0.3%
6.5728767631
0.3%
6.3431975771
0.3%
6.3188681361
0.3%
5.6903915291
0.3%
5.3311977491
0.3%
5.2583032441
0.3%

PCC_NG
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct366
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11.8472104
Minimum3.581678434
Maximum56.10650993
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-12-29T01:23:12.033761image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum3.581678434
5-th percentile7.089636204
Q19.557437297
median10.79523075
Q312.17317832
95-th percentile20.60687505
Maximum56.10650993
Range52.5248315
Interquartile range (IQR)2.615741018

Descriptive statistics

Standard deviation5.509076835
Coefficient of variation (CV)0.4650104666
Kurtosis25.15012753
Mean11.8472104
Median Absolute Deviation (MAD)1.291937291
Skewness4.235256009
Sum4336.079005
Variance30.34992757
MonotonicityNot monotonic
2022-12-29T01:23:12.200317image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
17.440289881
 
0.3%
10.084581521
 
0.3%
10.512757251
 
0.3%
10.670462031
 
0.3%
8.6006896481
 
0.3%
8.6724854831
 
0.3%
9.045269311
 
0.3%
10.31141241
 
0.3%
5.0488690691
 
0.3%
8.2220733631
 
0.3%
Other values (356)356
97.3%
ValueCountFrequency (%)
3.5816784341
0.3%
3.6577798841
0.3%
3.8420484291
0.3%
4.6009073551
0.3%
4.8609996811
0.3%
5.0488690691
0.3%
5.1685240711
0.3%
5.2179097391
0.3%
5.5325416811
0.3%
6.4544010771
0.3%
ValueCountFrequency (%)
56.106509931
0.3%
52.253602741
0.3%
44.597443471
0.3%
41.292057781
0.3%
34.506379441
0.3%
33.973775911
0.3%
31.302228871
0.3%
26.018332751
0.3%
24.555919751
0.3%
23.811795991
0.3%

FB_NG
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct366
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.6445355077
Minimum0.1210511283
Maximum11.55369946
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-12-29T01:23:12.374848image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0.1210511283
5-th percentile0.4194181254
Q10.4552951446
median0.4799900509
Q30.516639912
95-th percentile1.152072073
Maximum11.55369946
Range11.43264834
Interquartile range (IQR)0.0613447674

Descriptive statistics

Standard deviation0.9288750229
Coefficient of variation (CV)1.441154152
Kurtosis94.20697489
Mean0.6445355077
Median Absolute Deviation (MAD)0.02970577044
Skewness9.174794031
Sum235.8999958
Variance0.8628088081
MonotonicityNot monotonic
2022-12-29T01:23:13.040735image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.78710100281
 
0.3%
0.43293843821
 
0.3%
0.45364047161
 
0.3%
0.43133824831
 
0.3%
0.42460604171
 
0.3%
0.45644954961
 
0.3%
0.47317582751
 
0.3%
0.45740436491
 
0.3%
0.4647605241
 
0.3%
0.46910789031
 
0.3%
Other values (356)356
97.3%
ValueCountFrequency (%)
0.12105112831
0.3%
0.21944010431
0.3%
0.34446707321
0.3%
0.34661053141
0.3%
0.35158998231
0.3%
0.35173381091
0.3%
0.37619368731
0.3%
0.38474276651
0.3%
0.3894193841
0.3%
0.39751978781
0.3%
ValueCountFrequency (%)
11.553699461
0.3%
10.547453091
0.3%
7.070555421
0.3%
5.1485132821
0.3%
3.2357985851
0.3%
2.9396247991
0.3%
2.0270881741
0.3%
1.9832819421
0.3%
1.9696301581
0.3%
1.942818711
0.3%

FB_O2
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct366
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.08076186
Minimum0.1957898757
Maximum19.5656749
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-12-29T01:23:13.211146image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0.1957898757
5-th percentile0.6989997011
Q10.7599952419
median0.8018597288
Q30.8633796065
95-th percentile1.940649587
Maximum19.5656749
Range19.36988503
Interquartile range (IQR)0.1033843646

Descriptive statistics

Standard deviation1.574252106
Coefficient of variation (CV)1.456613306
Kurtosis94.25428005
Mean1.08076186
Median Absolute Deviation (MAD)0.05054271796
Skewness9.17920418
Sum395.5588406
Variance2.478269693
MonotonicityNot monotonic
2022-12-29T01:23:13.393660image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1.3240810331
 
0.3%
0.72277163051
 
0.3%
0.75794588061
 
0.3%
0.7200537361
 
0.3%
0.70834413781
 
0.3%
0.76295212581
 
0.3%
0.79117303441
 
0.3%
0.76470101841
 
0.3%
0.77698691381
 
0.3%
0.7840282471
 
0.3%
Other values (356)356
97.3%
ValueCountFrequency (%)
0.19578987571
0.3%
0.36033055371
0.3%
0.57094523151
0.3%
0.57201202891
0.3%
0.58463092891
0.3%
0.58513780291
0.3%
0.62555987681
0.3%
0.64025023271
0.3%
0.64721760861
0.3%
0.66200885661
0.3%
ValueCountFrequency (%)
19.56567491
0.3%
17.870976191
0.3%
11.982470521
0.3%
8.7271382311
0.3%
5.4764895761
0.3%
4.9505858871
0.3%
3.4191465051
0.3%
3.3515750921
0.3%
3.2888058161
0.3%
3.2816194581
0.3%

O2_Top_Lc
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct366
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean21.30889072
Minimum3.091808037
Maximum71.55589409
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-12-29T01:23:13.705779image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum3.091808037
5-th percentile16.85901436
Q120.19479991
median21.03221391
Q321.91473373
95-th percentile27.30166755
Maximum71.55589409
Range68.46408606
Interquartile range (IQR)1.719933823

Descriptive statistics

Standard deviation4.425815154
Coefficient of variation (CV)0.2076980549
Kurtosis50.58601782
Mean21.30889072
Median Absolute Deviation (MAD)0.8779668521
Skewness4.524173875
Sum7799.054005
Variance19.58783978
MonotonicityNot monotonic
2022-12-29T01:23:13.862360image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
27.464713181
 
0.3%
20.467357041
 
0.3%
21.028977261
 
0.3%
20.091450151
 
0.3%
20.193979361
 
0.3%
20.133390491
 
0.3%
20.350780241
 
0.3%
19.230104871
 
0.3%
20.363844991
 
0.3%
20.655729171
 
0.3%
Other values (356)356
97.3%
ValueCountFrequency (%)
3.0918080371
0.3%
5.418918331
0.3%
9.0845067441
0.3%
10.144729671
0.3%
10.591827151
0.3%
10.728921951
0.3%
10.931710811
0.3%
11.65372171
0.3%
12.90276291
0.3%
13.081339271
0.3%
ValueCountFrequency (%)
71.555894091
0.3%
48.458587221
0.3%
36.6782041
0.3%
35.88327851
0.3%
32.862772881
0.3%
31.532261331
0.3%
30.844680541
0.3%
30.633404171
0.3%
30.257933731
0.3%
29.888840531
0.3%

Alloy
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct366
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13.25327276
Minimum0
Maximum19.18449098
Zeros1
Zeros (%)0.3%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-12-29T01:23:14.049859image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile8.501631094
Q112.82301695
median13.32824431
Q314.21737887
95-th percentile15.79449885
Maximum19.18449098
Range19.18449098
Interquartile range (IQR)1.394361927

Descriptive statistics

Standard deviation1.896535519
Coefficient of variation (CV)0.1430994106
Kurtosis8.0121817
Mean13.25327276
Median Absolute Deviation (MAD)0.6363899557
Skewness-1.905273623
Sum4850.697829
Variance3.596846977
MonotonicityNot monotonic
2022-12-29T01:23:14.236132image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
15.55660641
 
0.3%
14.047240061
 
0.3%
14.572721781
 
0.3%
14.682214431
 
0.3%
14.577438051
 
0.3%
13.092972231
 
0.3%
13.401513481
 
0.3%
12.959634671
 
0.3%
13.266277081
 
0.3%
12.941583791
 
0.3%
Other values (356)356
97.3%
ValueCountFrequency (%)
01
0.3%
6.6055564391
0.3%
7.2198093521
0.3%
7.6140879141
0.3%
7.6807295591
0.3%
8.0703730831
0.3%
8.1142853521
0.3%
8.1961445721
0.3%
8.2168304161
0.3%
8.2257270751
0.3%
ValueCountFrequency (%)
19.184490981
0.3%
16.221016031
0.3%
16.182040141
0.3%
16.167176921
0.3%
16.111895021
0.3%
16.111520171
0.3%
16.07693321
0.3%
16.013286571
0.3%
15.961905221
0.3%
15.893529511
0.3%

Slag
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct359
Distinct (%)98.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.352875806
Minimum0
Maximum10.65262642
Zeros8
Zeros (%)2.2%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-12-29T01:23:14.434645image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile3.464022246
Q13.800730139
median3.912540066
Q34.226946038
95-th percentile9.421824464
Maximum10.65262642
Range10.65262642
Interquartile range (IQR)0.4262158994

Descriptive statistics

Standard deviation1.684943894
Coefficient of variation (CV)0.3870875184
Kurtosis6.111424215
Mean4.352875806
Median Absolute Deviation (MAD)0.1668295137
Skewness2.024374525
Sum1593.152545
Variance2.839035926
MonotonicityNot monotonic
2022-12-29T01:23:14.608539image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
08
 
2.2%
3.8436821751
 
0.3%
3.8731165951
 
0.3%
3.9193526391
 
0.3%
3.8832334961
 
0.3%
4.2794622181
 
0.3%
3.9017064571
 
0.3%
4.0723436121
 
0.3%
3.895461361
 
0.3%
3.8084550091
 
0.3%
Other values (349)349
95.4%
ValueCountFrequency (%)
08
2.2%
2.3295880861
 
0.3%
2.8908416821
 
0.3%
2.9858022061
 
0.3%
3.0410166391
 
0.3%
3.2480122561
 
0.3%
3.297163281
 
0.3%
3.301472521
 
0.3%
3.3106041341
 
0.3%
3.3525773691
 
0.3%
ValueCountFrequency (%)
10.652626421
0.3%
10.563467191
0.3%
10.507103391
0.3%
10.492645461
0.3%
10.470575061
0.3%
10.361450591
0.3%
10.33002741
0.3%
10.256530311
0.3%
10.18315631
0.3%
10.170842021
0.3%

F_Carbon
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct366
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.889308614
Minimum1.156336673
Maximum73.72132136
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-12-29T01:23:14.783310image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum1.156336673
5-th percentile1.849428805
Q13.547734803
median4.815535515
Q37.152832029
95-th percentile12.80160168
Maximum73.72132136
Range72.56498469
Interquartile range (IQR)3.605097226

Descriptive statistics

Standard deviation5.276590891
Coefficient of variation (CV)0.8959610094
Kurtosis77.02519187
Mean5.889308614
Median Absolute Deviation (MAD)1.414066258
Skewness6.859092312
Sum2155.486953
Variance27.84241143
MonotonicityNot monotonic
2022-12-29T01:23:14.940891image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3.6375541091
 
0.3%
4.8775139081
 
0.3%
4.9821271051
 
0.3%
2.4572743821
 
0.3%
3.6749843811
 
0.3%
4.8492489731
 
0.3%
4.8468403191
 
0.3%
3.5932443641
 
0.3%
2.4120503781
 
0.3%
3.5816191311
 
0.3%
Other values (356)356
97.3%
ValueCountFrequency (%)
1.1563366731
0.3%
1.1803171421
0.3%
1.2123711491
0.3%
1.2125328531
0.3%
1.2173891871
0.3%
1.2183979231
0.3%
1.2186947781
0.3%
1.2203456021
0.3%
1.2228228811
0.3%
1.2246198731
0.3%
ValueCountFrequency (%)
73.721321361
0.3%
32.648960881
0.3%
27.439359021
0.3%
23.178806881
0.3%
21.843333711
0.3%
20.230631051
0.3%
20.076543781
0.3%
18.893591291
0.3%
18.451547131
0.3%
15.709401751
0.3%

F_Lime
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct366
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean28.26550202
Minimum3.620127911
Maximum49.40467368
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-12-29T01:23:15.102613image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum3.620127911
5-th percentile23.50093594
Q126.70906696
median28.97029198
Q329.49526298
95-th percentile34.29720757
Maximum49.40467368
Range45.78454577
Interquartile range (IQR)2.786196021

Descriptive statistics

Standard deviation4.146382197
Coefficient of variation (CV)0.1466940935
Kurtosis10.67225259
Mean28.26550202
Median Absolute Deviation (MAD)0.8494641325
Skewness0.1724377346
Sum10345.17374
Variance17.19248532
MonotonicityNot monotonic
2022-12-29T01:23:15.261485image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
37.588059121
 
0.3%
29.265083451
 
0.3%
29.892762631
 
0.3%
29.487292581
 
0.3%
29.399875051
 
0.3%
29.095493841
 
0.3%
29.081041911
 
0.3%
28.745954911
 
0.3%
28.944604531
 
0.3%
28.652953041
 
0.3%
Other values (356)356
97.3%
ValueCountFrequency (%)
3.6201279111
0.3%
7.1002552151
0.3%
10.994380651
0.3%
17.113519681
0.3%
18.179173081
0.3%
18.359993571
0.3%
21.17622341
0.3%
21.284645691
0.3%
21.418881931
0.3%
22.576584241
0.3%
ValueCountFrequency (%)
49.404673681
0.3%
48.58907411
0.3%
46.605433041
0.3%
44.938503131
0.3%
43.636360531
0.3%
42.388597471
0.3%
39.671348261
0.3%
38.105671431
0.3%
37.588059121
0.3%
37.057166861
0.3%

F_Dolo
Real number (ℝ≥0)

HIGH CORRELATION

Distinct364
Distinct (%)99.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean33.63307746
Minimum0
Maximum53.11002421
Zeros3
Zeros (%)0.8%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-12-29T01:23:15.441872image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile29.2319754
Q132.30686439
median33.95956378
Q334.75638162
95-th percentile40.44112773
Maximum53.11002421
Range53.11002421
Interquartile range (IQR)2.449517229

Descriptive statistics

Standard deviation5.036308768
Coefficient of variation (CV)0.1497427279
Kurtosis19.17972812
Mean33.63307746
Median Absolute Deviation (MAD)1.18825039
Skewness-2.278520425
Sum12309.70635
Variance25.364406
MonotonicityNot monotonic
2022-12-29T01:23:15.625415image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
03
 
0.8%
40.619354211
 
0.3%
33.78419461
 
0.3%
34.874889741
 
0.3%
34.401841341
 
0.3%
34.299854231
 
0.3%
33.944742811
 
0.3%
33.927882231
 
0.3%
33.53694741
 
0.3%
33.768705291
 
0.3%
Other values (354)354
96.7%
ValueCountFrequency (%)
03
0.8%
9.2506933841
 
0.3%
12.589860131
 
0.3%
20.654992771
 
0.3%
23.203788761
 
0.3%
23.649606321
 
0.3%
24.625631761
 
0.3%
24.705593971
 
0.3%
25.099828861
 
0.3%
25.450842311
 
0.3%
ValueCountFrequency (%)
53.110024211
0.3%
52.279383531
0.3%
50.909087291
0.3%
50.842290591
0.3%
49.453363711
0.3%
49.092404181
0.3%
44.408264211
0.3%
43.913153731
0.3%
43.64800311
0.3%
43.420052831
0.3%

Inj_Carbon
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct366
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean16.57593533
Minimum0.2824753532
Maximum66.25597836
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-12-29T01:23:15.793287image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0.2824753532
5-th percentile8.362010743
Q114.52075942
median16.55117345
Q318.68398684
95-th percentile22.47098347
Maximum66.25597836
Range65.97350301
Interquartile range (IQR)4.163227422

Descriptive statistics

Standard deviation5.272952783
Coefficient of variation (CV)0.3181089137
Kurtosis27.60545488
Mean16.57593533
Median Absolute Deviation (MAD)2.0615452
Skewness2.944097165
Sum6066.792332
Variance27.80403105
MonotonicityNot monotonic
2022-12-29T01:23:15.971381image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
26.975495011
 
0.3%
15.190407381
 
0.3%
15.416569561
 
0.3%
14.307480091
 
0.3%
14.405938771
 
0.3%
16.351061381
 
0.3%
17.40621531
 
0.3%
15.304226621
 
0.3%
18.494396271
 
0.3%
18.015544231
 
0.3%
Other values (356)356
97.3%
ValueCountFrequency (%)
0.28247535321
0.3%
1.3907324731
0.3%
3.5147000791
0.3%
4.0622533111
0.3%
4.993039181
0.3%
5.0567404151
0.3%
5.119284011
0.3%
5.3423292891
0.3%
5.7472328631
0.3%
6.0158378771
0.3%
ValueCountFrequency (%)
66.255978361
0.3%
53.394037271
0.3%
33.261537531
0.3%
28.391337141
0.3%
26.975495011
0.3%
26.951548191
0.3%
26.411240621
0.3%
26.285345911
0.3%
25.376464031
0.3%
25.185425991
0.3%

Interactions

2022-12-29T01:22:59.444809image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:21:04.288971image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:21:12.457517image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:21:17.465349image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:21:21.839678image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:21:26.322731image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:21:30.836040image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:21:34.924932image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:21:39.239916image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:21:43.416245image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:21:48.555979image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:21:53.313124image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:21:57.508430image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:02.121615image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:06.999945image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:11.415455image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:15.552484image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:19.981896image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:23.879700image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:28.177507image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:33.062336image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:37.713553image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:42.381577image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:46.562319image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:51.163585image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:55.261348image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:59.636329image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:21:05.105816image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:21:12.703862image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:21:17.635894image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:21:22.034305image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:21:26.506240image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:21:31.002655image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:21:35.106446image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
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2022-12-29T01:21:57.062595image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:01.767562image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:06.675807image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:11.097337image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:15.225360image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:19.679618image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:23.578735image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:27.873321image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:32.690336image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:37.374913image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:42.019545image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:46.127489image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:50.823497image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
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2022-12-29T01:23:03.684807image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
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2022-12-29T01:21:17.296834image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:21:21.695063image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
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2022-12-29T01:21:43.242688image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:21:48.359541image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:21:53.146567image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:21:57.231141image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:01.924145image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:06.840374image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:11.250863image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:15.384972image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:19.830246image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:23.721125image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:28.019929image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:32.862883image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:37.532072image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:42.209037image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:46.414718image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:50.984066image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:55.085851image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2022-12-29T01:22:59.273268image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Correlations

2022-12-29T01:23:16.284579image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Auto

The auto setting is an easily interpretable pairwise column metric of the following mapping: vartype-vartype : method, categorical-categorical : Cramer's V, numerical-categorical : Cramer's V (using a discretized numerical column), numerical-numerical : Spearman's ρ. This configuration uses the best suitable for each pair of columns.
2022-12-29T01:23:16.747309image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
2022-12-29T01:23:17.199096image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
2022-12-29T01:23:17.677848image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
2022-12-29T01:23:18.158527image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

2022-12-29T01:23:04.034872image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
A simple visualization of nullity by column.
2022-12-29T01:23:05.825776image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

First rows

ScrapSteelEnergyPowerP_onP_offTaptoTapDelayTempCOT_O2T_NGRCB_O2_LcRCB_O2_BurRCB_NGPCC_NGFB_NGFB_O2O2_Top_LcAlloySlagF_CarbonF_LimeF_DoloInj_Carbon
0124.87000082.473000436.25158142.49485450.80000024.65000075.45000017.0833331604.1999510.1380185.143.54253322.1824437.2219787.5317613.95505217.4402900.7871011.32408127.46471315.5566063.8436823.63755437.58805940.61935426.975495
197.57999682.321000359.24976742.19805042.0500009.75000051.8000001.7166671603.5000000.1535145.733.82519917.0817065.9305595.3605082.82723113.7442070.5102680.85341621.68071615.9619053.8750743.64427129.15416531.58367917.999660
296.25000484.722992321.50485541.41041939.4666677.01666746.4833330.2333331599.6999510.1690156.331.16995215.4148034.6331565.0218662.61344512.3452870.4560710.76184820.75308314.9192093.7416051.18031728.32761130.68824619.900147
396.75000281.390000321.92229541.46132837.9166677.31666745.2333330.4500001603.3000490.0960269.731.07400115.3738414.6739134.9621402.57595012.3381180.4597720.76822320.66972515.3212933.9316871.22865229.48765231.94495617.026047
496.38000082.423996355.11063441.11224942.71666711.21666753.9333333.7833331579.5999760.1300198.034.01910517.1805305.3037295.5184362.85945613.7803270.5407470.90556122.29137815.0926923.8338352.42647830.33097332.75745122.435821
596.50000082.482992321.73566241.44719838.4166677.30000045.7166670.5166671603.6999510.0620425.530.86413715.3220834.5392834.9464692.56489212.3135490.4436420.73948020.63890615.0212793.8432171.21237129.09690831.52165016.803464
696.22000482.558000314.00718741.60753437.38333310.10000047.4833331.9000001620.6999510.0470581.530.96045615.3446824.6216305.2089552.70158912.1864200.4566720.76324020.36663115.6132663.9002883.63380929.07047231.49301114.853194
796.69000082.647004344.26308541.02055541.6166678.06666749.6833331.1833331580.0000000.1010149.934.14685316.2516935.0233885.3505782.79746112.9589770.4952550.82858222.94430515.6448503.7871913.62989631.45909633.87902625.185426
896.88000086.314004312.55865742.69076137.91666710.00000047.9166672.0166671593.6999510.1550165.631.16317014.7838954.9865405.0159472.62069211.7062760.4569270.76341520.39726814.8295753.6610513.47568227.80545330.12257419.165488
996.46000486.887004295.68295843.44181435.4833339.66666745.1500001.8500001608.8000490.1320202.728.80297313.4246984.3068784.7236902.45329310.5490410.4223640.70479919.06760514.8813973.7174725.75460129.92392339.13128414.510225

Last rows

ScrapSteelEnergyPowerP_onP_offTaptoTapDelayTempCOT_O2T_NGRCB_O2_LcRCB_O2_BurRCB_NGPCC_NGFB_NGFB_O2O2_Top_LcAlloySlagF_CarbonF_LimeF_DoloInj_Carbon
35695.37000281.858992328.65640644.67367936.13333310.21666746.3500001.3333331609.0999760.046576.129.97164613.6354014.4090854.9977522.59837810.6109610.4260620.71142519.85338314.5494104.2878616.23022624.43225836.64838714.240952
35794.85000083.691000332.52265442.59564339.20000011.80000051.0000003.0666671622.9000240.135192.833.14197112.5132315.5666945.3712152.8099599.2083460.4949250.82855721.37550612.2235373.8116403.58461523.89743235.84614817.104587
35895.83000383.381992297.47575342.19982835.26666721.81666757.08333311.5000001631.4000240.084327.029.91600414.1673274.1514995.3755932.76328410.8825170.5215260.87380319.51511012.5926474.1735633.59789923.98599435.97899215.291071
35994.80000082.707992350.56163840.90097842.53333314.91666757.4500007.4500001594.6999510.145177.135.02797915.6086175.9606095.8948583.06469912.0231420.5207760.87200522.30050612.5501783.8932153.02268224.18146036.27219018.380932
36094.54000083.629992340.09881342.15432740.48333313.61666754.1000004.6333331593.9000240.146180.131.67870414.1230054.3567945.7035222.95219810.6851370.4856700.81322320.80516512.4357300.0000002.98935823.91486535.87229816.567023
36195.52999682.531000347.07878542.28008740.65000015.05000055.7000006.0333331612.3000490.139193.032.08094315.5510034.6403185.6491632.94709912.0946400.5092630.85336420.93809715.1094747.7425453.63499824.23331836.34997817.096606
36295.58000083.231996307.25912242.80132235.85000010.08333345.9333331.7000001681.8000490.070413.628.90500613.7973243.8111654.8035652.47025710.8852740.4417940.73890719.55136813.4563644.1810842.40292224.02922136.04383112.870651
36394.51000485.106992317.07162142.09100738.46666710.85000049.3166673.8666671613.5000000.129207.429.76084513.0803384.3100124.8269312.51374410.1053770.4612160.77139619.85250712.2551623.7952233.52497523.49983235.24974813.441904
36494.94999686.480004296.80562041.71733836.91666713.00000049.9166673.8000001615.4000240.075344.230.34276614.0952534.9335054.7193002.47128911.1588350.4651290.77802919.91193213.3556892.8908421.15633723.1267339.25069313.844241
3651.00000070.42000466.76584634.4723918.18333344.10000052.28333336.3666671664.4000240.032918.310.04316111.5910770.2893033.9746092.0616809.3099570.2194400.3603315.4189189.5427430.0000001.4200517.1002550.0000005.119284